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SQL2 min read

Beyond Correctness: Resolving Underspecification in Agentic Text-to-SQL

Agentic Text-to-SQL systems can interact with users to clarify underspecified queries before generating SQL. However, a correct execution result does not necessarily imply that the agent has adequately resolved the underlying underspecification: the agent may silently make unverified assumptions…

By Wen-Zhi Li, Yue Gong, Konstantinos Kanellis, Balakrishnan Murali NarayanaswamyarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 5, 2026.

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